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03/31/2023
Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing Examinations
As large language models (LLMs) gain popularity among speakers of divers...
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03/27/2023
Causal schema induction for knowledge discovery
Making sense of familiar yet new situations typically involves making ge...
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03/25/2023
An Analysis of GPT-3's Performance in Grammatical Error Correction
GPT-3 models are very powerful, achieving high performance on a variety ...
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02/16/2023
Empirical Investigation of Neural Symbolic Reasoning Strategies
Neural reasoning accuracy improves when generating intermediate reasonin...
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02/15/2023
Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?
Compositionality is a pivotal property of symbolic reasoning. However, h...
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05/23/2022
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond
Natural language processing technology has rapidly improved automated gr...
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05/01/2022
ELQA: A Corpus of Questions and Answers about the English Language
We introduce a community-sourced dataset for English Language Question A...
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12/15/2021
Interscript: A dataset for interactive learning of scripts through error feedback
How can an end-user provide feedback if a deployed structured prediction...
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04/18/2021
Improving Neural Model Performance through Natural Language Feedback on Their Explanations
A class of explainable NLP models for reasoning tasks support their deci...
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04/16/2021
proScript: Partially Ordered Scripts Generation via Pre-trained Language Models
Scripts - standardized event sequences describing typical everyday activ...
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04/07/2021
GrammarTagger: A Multilingual, Minimally-Supervised Grammar Profiler for Language Education
We present GrammarTagger, an open-source grammar profiler which, given a...
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10/12/2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs
Recent years have brought about a renewed interest in commonsense repres...
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09/30/2019
The Universal Decompositional Semantics Dataset and Decomp Toolkit
We present the Universal Decompositional Semantics (UDS) dataset (v1.0),...
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09/10/2019
WIQA: A dataset for "What if..." reasoning over procedural text
We introduce WIQA, the first large-scale dataset of "What if..." questio...
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09/06/2019
Uncertain Natural Language Inference
We propose a refinement of Natural Language Inference (NLI), called Unce...
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08/15/2019
Abductive Commonsense Reasoning
Abductive reasoning is inference to the most plausible explanation. For ...
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07/24/2019
WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale
The Winograd Schema Challenge (WSC), proposed by Levesque et al. (2011) ...
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06/04/2018
Efficient Online Scalar Annotation with Bounded Support
We describe a novel method for efficiently eliciting scalar annotations ...
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07/02/2017
Grammatical Error Correction with Neural Reinforcement Learning
We propose a neural encoder-decoder model with reinforcement learning (N...
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02/14/2017
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction
We present a new parallel corpus, JHU FLuency-Extended GUG corpus (JFLEG...
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10/07/2016
There's No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction
Current methods for automatically evaluating grammatical error correctio...
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08/07/2016
Robsut Wrod Reocginiton via semi-Character Recurrent Neural Network
Language processing mechanism by humans is generally more robust than co...
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05/09/2016
